Author:
Wang Ruijia,Sun Luyang,Bao Lisui,Zhang Jiaren,Jiang Yanliang,Yao Jun,Song Lin,Feng Jianbin,Liu Shikai,Liu Zhanjiang
Abstract
Abstract
Background
The application of RNA-seq has accelerated gene expression profiling and identification of gene-associated SNPs in many species. However, the integrated studies of gene expression along with SNP mapping have been lacking. Coupling of RNA-seq with bulked segregant analysis (BSA) should allow correlation of expression patterns and associated SNPs with the phenotypes.
Results
In this study, we demonstrated the use of bulked segregant RNA-seq (BSR-Seq) for the analysis of differentially expressed genes and associated SNPs with disease resistance against enteric septicemia of catfish (ESC). A total of 1,255 differentially expressed genes were found between resistant and susceptible fish. In addition, 56,419 SNPs residing on 4,304 unique genes were identified as significant SNPs between susceptible and resistant fish. Detailed analysis of these significant SNPs allowed differentiation of significant SNPs caused by genetic segregation and those caused by allele-specific expression. Mapping of the significant SNPs, along with analysis of differentially expressed genes, allowed identification of candidate genes underlining disease resistance against ESC disease.
Conclusions
This study demonstrated the use of BSR-Seq for the identification of genes involved in disease resistance against ESC through expression profiling and mapping of significantly associated SNPs. BSR-Seq is applicable to analysis of genes underlining various performance and production traits without significant investment in the development of large genotyping platforms such as SNP arrays.
Publisher
Springer Science and Business Media LLC
Reference63 articles.
1. Oleksiak MF, Roach JL, Crawford DL: Natural variation in cardiac metabolism and gene expression in Fundulus heteroclitus. Nat Genet. 2004, 37: 67-72.
2. Hallman D, Boerwinkle E, Saha N, Sandholzer C, Menzel H, Csazar A, Utermann G: The apolipoprotein E polymorphism: a comparison of allele frequencies and effects in nine populations. Am J Hum Genet. 1991, 49: 338-
3. He G, Chen B, Wang X, Li X, Li J, He H, Yang M, Lu L, Qi Y, Wang X: Conservation and divergence of transcriptomic and epigenomic variation in maize hybrids. Genome Biol. 2013, 14: R57-10.1186/gb-2013-14-6-r57.
4. Bevan M, Uauy C: Genomics reveals new landscapes for crop improvement. Genome Biol. 2013, 14: 206-10.1186/gb-2013-14-6-206.
5. Young N: QTL mapping and quantitative disease resistance in plants. Annu Rev Phytopathol. 1996, 34: 479-501. 10.1146/annurev.phyto.34.1.479.
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